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Learning Better Internal Structure of Words for Sequence Labeling
However, there is a gap of sophistication between methods for learning representations of sentences and words.
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Neural Network based Extreme Classification and Similarity Models for Product Matching
Matching a seller listed item to an appropriate product has become a fundamental and one of the most significant step for e-commerce platforms for product based experience.
Paraphrase-Supervised Models of Compositionality
Compositional vector space models of meaning promise new solutions to stubborn language understanding problems.
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